{"id":"W2331250617","doi":"10.1097/01206501-200706000-00017","title":"Chronic Actinic Dermatitis (CAD) at the Ottawa Clinic","year":2007,"lang":"en","type":"article","venue":"Dermatitis","topic":"Clinical Laboratory Practices and Quality Control","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Medicine; Dermatology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.002060661,0.0002235126,0.0004663415,0.00006505818,0.0003306543,0.0000639233,0.0002109357,0.0002131455,0.008173269],"category_scores_gemma":[0.001390086,0.0001583452,0.0002671101,0.0003194138,0.0002024991,0.0002658457,0.0001091525,0.0006256343,0.005668262],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000239406,"about_ca_system_score_gemma":0.0002161222,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001393683,"about_ca_topic_score_gemma":0.002856973,"domain_scores_codex":[0.9973229,0.0002496478,0.001077943,0.0003218496,0.0004936536,0.0005340719],"domain_scores_gemma":[0.9953964,0.002898949,0.0004459493,0.000792059,0.0001685972,0.0002980629],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00008649806,0.0003284227,0.0562994,0.0004426814,0.0005302489,0.0006710129,0.0007922559,0.000003102648,0.000864849,0.001656834,0.8117027,0.126622],"study_design_scores_gemma":[0.001737122,0.0001647325,0.2501376,0.00007254818,0.0001586864,0.0002459954,0.0001153922,0.0000769084,0.0008123823,0.00006791287,0.7462569,0.0001537874],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.631394,0.007738312,0.001590488,0.2351922,0.002023356,0.001766562,0.0001573824,0.000405573,0.1197321],"genre_scores_gemma":[0.9274908,0.0006013518,0.0002561506,0.06245922,0.001237467,0.00002534341,0.00006513069,0.00004043754,0.007824133],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2960967,"threshold_uncertainty_score":0.9951059,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0396900398594324,"score_gpt":0.3691661623945207,"score_spread":0.3294761225350883,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}